Publications
Filtered by:
[IEEE TIFS]
Accelerating Private Large Transformers Inference through Fine-grained Collaborative ComputationIEEE Transactions on Information Forensics & Security (IEEE TIFS)
,
2025.
[IEEE TMC]
Trust Online Over-the-air Computation for Wireless Federated LearningIEEE Transactions on Mobile Computing
,
2025.
[IEEE TDSC]
SCENARIO: User-Device Authentication on Smart IoTs Using Commodity RFIDIEEE Transactions on Dependable and Secure Computing (IEEE TDSC)
,
2024.
[IEEE TSUSC]
DRLCap: Runtime GPU Frequency Capping with Deep Reinforcement LearningIEEE Transactions on Sustainable Computing (IEEE TSUSC)
,
2024.
[IEEE IoT-J]
Trust Management of Tiny Federated Learning in Internet of Unmanned Aerial VehicleIEEE Internet of Things Journal (IEEE IoT-J)
,
2024.
[IEEE TITS]
Adaptive Modeling of Uncertainties for Traffic ForecastingIEEE Transactions on Intelligent Transportation Systems (IEEE TITS)
,
2023.
[IEEE TMC]
JavaScript Performance Tuning as A Crowdsourced ServiceIEEE Transactions on Mobile Computing (IEEE TMC)
,
2023.
[IEEE TSUSC]
Model-Free GPU Online Energy OptimizationIEEE Transactions on Sustainable Computing (IEEE TSUSC)
,
2023.
[IEEE TMC]
CARING: Towards Collaborative and Cross-domain Wi-Fi Sensing: A case study for human activity recognitionIEEE Transactions on Mobile Computing (IEEE TMC)
,
2023.
[IEEE TPDS]
Faster and Scalable MPI Applications LaunchingIEEE Transactions on Parallel and Distributed System (IEEE TPDS)
,
2022.
[TON'22]
Towards Wide-Area Contactless Wireless SensingIEEE/ACM Transactions on Networking (TON)
,
2022.
[IEEE TPDS]
Dynamic GPU Energy Optimization for Machine Learning Training WorkloadsIEEE Transactions on Parallel and Distributed System (IEEE TPDS)
,
2021.
[IEEE TASLP]
Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument RelationsIEEE Transactions on Audio, Speech and Language Processing (IEEE TASLP)
,
2021.
[HPCC'21]
Characterizing OpenMP SynchronizationImplementations on ARMv8 Multi-CoresThe 23rd IEEE International Conference on High Performance Computing and Communications (HPCC)
,
2021.
[IEEE TKDE]
Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate MarketIEEE Transactions on Knowledge and Data Engineering (IEEE TKDE)
,
2021.
[IEEE TPDS]
Online Power Management for Multi-cores: A Reinforcement Learning Based ApproachIEEE Transactions on Parallel and Distributed System (IEEE TPDS)
,
2021.
[IEEE TPDS]
Optimizing Depthwise Separable Convolution Operations on GPUsIEEE Transactions on Parallel and Distributed System (IEEE TPDS)
,
2021.
[IEEE TC]
LIME: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information NetworksIEEE Transactions on Computers (IEEE TC)
,
2021.
[IEEE TIFS]
Combining Graph-based Learning with Automated Data Collection for Code Vulnerability DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS)
,
2020.
[Computer & Security]
Semantics-aware Obfuscation Scheme Prediction for BinaryComputers and Security
,
2020.
[Computer & Security]
Compile-time Code Virtualization for Android ApplicationsComputers and Security
,
2020.
[IEEE TPDS]
Optimizing Streaming Parallelism on Heterogeneous Many-Core ArchitecturesIEEE Transactions on Parallel and Distributed System (IEEE TPDS)
,
2020.
[ACM TOPS]
Using Generative Adversarial Networks to Break and Protect Text CaptchasACM Transactions on Privacy and Security (ACM TOPS)
,
2020.
[ACM TECS]
Optimizing Deep Learning Inference on Embedded Systems Through Adaptive Model SelectionACM Transactions on Embedded Computing Systems (ACM TECS)
,
2019.
[ACM Sense'19]
WideSee: Towards Wide-Area Contactless Wireless Sensing17th ACM Conference on Embedded Networked Sensor Systems (SenSys) (Best Paper Award Nomination) (Media Coverage: TechXplore, The Engineer )
,
2019.
[IJPP]
Characterizing Scalability of Sparse Matrix-Vector Multiplications on Phytium FT-2000+International Journal of Parallel Programming (IJPP)
,
2019.
[CCS'18]
Yet Another Text Captcha Solver: A Generative Adversarial Network Based ApproachThe 25th ACM Conference on Computer and Communications Security (CCS) (Best Paper Award Finalist) (Media Coverage: ZDNet,Computing, v3, security.nl, india.com, scitecheuropa, digital trends, infosecurity-magazine, techtime, Xinhua News Agent, Guang Ming Daily, and many others…)
,
2018.
[IJPP]
Optimizing Sparse Matrix-Vector Multiplications on An ARMv8-based Many-Core ArchitectureInternational Journal of Parallel Programming (IJPP)
,
2018.
[Computer & Security]
Find Me A Safe Zone: A Countermeasure for Channel State Information Based AttacksComputers and Security
,
2018.
[Proc. IEEE]
Machine Learning in Compiler OptimisationProceedings of the IEEE (Invited Paper)
,
2018.
[Computer & Security]
Enhance virtual-machine-based code obfuscation security through dynamic bytecode schedulingComputers and Security
,
2018.
